Workshop Papers
Original submissions on multimodal neurophysiological intelligence, including methodological advancements, system designs, new benchmark datasets, and clinical applications.
Multimedia/CORE Unranked
NeuroMM 2026
NeuroMM 2026@ACM Multimedia
Nov 11 2026Official conference site Site reachable
NeuroMM 2026 is the first international workshop co-located with ACM Multimedia 2026, focusing on Multimodal Neurophysiological Intelligence — integrating physiological signals (EEG, ECG, EMG, wearable biosignals) with multimedia streams (video, audio, text) to enable human-aware computing. It aims to establish a sustained ecosystem for neuro-multimedia research in clinical applications like epilepsy detection, mental health, and sleep analysis, alongside a Grand Challenge on interictal epileptiform discharge detection and localization.
Key deadlines
Verified September 9, 2026Full paper
August 15, 2026
AoE
Conference timeline
Submission and decisions
Full paperKey deadline
August 15, 2026 · AoE
Paper fit
Contribution paths
A strong submission should clearly identify its contribution and evaluate it appropriately.
Grand Challenge Papers
Papers based on participation in the NeuroMM 2026 Grand Challenge, submitted by June 25, 2026, and focused on the epilepsy detection and localization tasks.
Research areas in scope
01
Foundations & Core Methodologies
Cross-modal alignment and reasoning between physiological signals (EEG, ECG, EMG) and multimedia (video/audio/text)Neuro-signal foundation models and large multimodal models (LMMs) for physiological dataRobust learning addressing noise, missing modalities, hallucination, and uncertainty in multimodal understandingSelf-supervised and representation learning for multi-channel neurophysiological signals
02
Applications & Systems
Clinical and healthcare neuro-multimedia applications (e.g., epilepsy detection, mental health, sleep analysis)Emotion recognition in conversation, attention, and cognitive state modeling via joint internal-external sensingHuman-centered AI, affective computing, and neuro-aware multimedia understandingReal-time processing and edge computing for wearable neuro-multimedia systems
03
Data, Evaluation & Ethics
Dataset construction, open-source benchmarks, and evaluation protocols for neuro-multimediaTrustworthy AI: Explainability, bias mitigation, and ethics in physiological data processingPrivacy-preserving machine learning and federated learning for sensitive neuro-signals
Policies worth checking twice
- Submissions must follow the official ACM Multimedia 2026 formatting guidelines.
- All submissions must be made via OpenReview.
- All accepted papers will be included in the ACM Multimedia 2026 Workshop Proceedings.
- ACM Multimedia 2026 is an on-site event only; all papers must be presented physically — remote presentations are not allowed.
- Papers not presented on-site will be removed from the proceedings.
- Teams participating in the Grand Challenge must submit a dataset application form on Hugging Face and agree to the NeuroMM-2026 Challenge dataset usage agreement.
- Each team must use only one CodaBench account.
- We recommend using the same email account for Hugging Face and CodaBench.
Official sources
Compiled from the official call for papers. The organizers’ pages remain authoritative.
Last verified September 9, 2026